cole murray
@_colemurray
Followers
2K
Following
11K
Media
2K
Statuses
5K
ai/ml | cto | second time founder | former sr. sde @ amazon
San Diego, CA
Joined February 2015
Advice given to someone asking about AI Consulting:. I don't think an ML background is required to be successful in AI consulting, but obviously helps. I think the biggest "skill" learned in ML is how to successfully do feedback loops in a system. In an ML system, this typically.
6
15
171
Blazing-fast image creation – using just your voice. Try Grok Imagine.
283
570
3K
don’t get lost in engineering metrics. engineering exists to serve the business. focus on the business metrics with engineering metrics as your guardrail.
1
0
11
several months ago, I built a AI agent code execution sandbox.quite difficult from a secure execution lens. now, I need an untrusted code scanning sandbox. believe it or not, same hard problem
0
0
9
your app sec is so bad it's part of my AI remediation eval set.
0
0
2
we shorting NVDA bigly. top is in.
Working on a ai tool that can change the world lol.
0
0
3
it's also crazy expensive on most clouds. AWS EKS - $.10/hr tax.GCP GKE - $.10/hr tax. "they're managing the control plane and other k8s infra". grow up.
0
0
4
k8s is overkill and negative engineering if deploying in a cloud environment. you get flexibility, but are still maintaining cloud-specific configurations (ingress controllers) and now have other hard problems. logs, metrics, alarms, RBAC etc are now your problem. just use ECS.
4
1
39
psyop successful . we got em boiz . - developer productivity absolutely tanked.- hiring ability tanked. well done all around.
5
3
108
felt this claude opus degradation over the past few days. mildly relieving to see the status confirmation
16
46
239
small AI teams get deceived into relying on explicit customer feedback . thumbs up / rating doesn’t scale and isn’t representative of your systems behavior. your feedback is the implicit user behavior.
0
1
4
did you guys create this in-house for clicks?. no serious actor would do this, let alone with a 20b model.
#ESETResearch has discovered the first known AI-powered ransomware, which we named #PromptLock. The PromptLock malware uses the gpt-oss:20b model from OpenAI locally via the Ollama API to generate malicious Lua scripts on the fly, which it then executes 1/6
0
0
4
we had chrome LLMs before it was cool.
I'm tired of software that works against me and allowing 3rd party devs full access to my browser for tasks. In a 1-hour session with Claude (I timed it lol), I built an extension for summarizing text I highlight. (code below)
0
0
2
evals show you known failures. observability shows you unknown failures. one is more important than the other.
0
0
3
reading the docs and occasionally the source will make you better than 90% of your peers.
0
0
3